Other packages > Find by keyword >

dbcsp  

Distance-Based Common Spatial Patterns
View on CRAN: Click here


Download and install dbcsp package within the R console
Install from CRAN:
install.packages("dbcsp")

Install from Github:
library("remotes")
install_github("cran/dbcsp")

Install by package version:
library("remotes")
install_version("dbcsp", "0.0.2.2")



Attach the package and use:
library("dbcsp")
Maintained by
Itsaso Rodríguez-Moreno
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-07-09
Latest Update: 2025-09-01
Description:
A way to apply Distance-Based Common Spatial Patterns (DB-CSP) techniques in different fields, both classical Common Spatial Patterns (CSP) as well as DB-CSP. The method is composed of two phases: applying the DB-CSP algorithm and performing a classification. The main idea behind the CSP is to use a linear transform to project data into low-dimensional subspace with a projection matrix, in such a way that each row consists of weights for signals. This transformation maximizes the variance of two-class signal matrices.The dbcsp object is created to compute the projection vectors. For exploratory and descriptive purpose, plot and boxplot functions can be used. Functions train, predict and selectQ are implemented for the classification step.
How to cite:
Itsaso Rodríguez-Moreno (2021). dbcsp: Distance-Based Common Spatial Patterns. R package version 0.0.2.2, https://cran.r-project.org/web/packages/dbcsp. Accessed 16 Jul. 2026.
Previous versions and publish date:
(2026-07-09 07:30), 0.0.1.0 (2021-07-09 10:40), 0.0.2.0 (2022-02-17 17:32), 0.0.2.1 (2022-06-30 16:20), 0.0.2.2 (2025-09-02 10:50)
Other packages that cited dbcsp R package
View dbcsp citation profile
Other R packages that dbcsp depends, imports, suggests or enhances
Complete documentation for dbcsp
Functions, R codes and Examples using the dbcsp R package
Some associated functions: AR.data . boxplot.dbcsp . dbcsp-class . dbcsp-package . plot.dbcsp . predict.dbcsp . print.dbcsp . selectQ . summary.dbcsp . train.dbcsp . 
Some associated R codes: CSP.R . auxiliar_functions.R . compB.R . data.R . dbcsp-package.R . dbcsp.R .  Full dbcsp package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

tibble  
Simple Data Frames
Provides a 'tbl_df' class (the 'tibble') with stricter checking and better formatting than the tradi ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
stevedata  
Steve's Toy Data for Teaching About a Variety of Methodological, Social, and Political Topics
This is a collection of various kinds of data with broad uses for teaching. My students, and academ ...
Download / Learn more Package Citations See dependency  
schoolmath  
Functions and Datasets for Math Used in School
Contains functions and datasets for math taught in school. A main focus is set to prime-calculation. ...
Download / Learn more Package Citations See dependency  
Rnmr1D  
Perform the Complete Processing of a Set of Proton Nuclear Magnetic Resonance Spectra
Perform the complete processing of a set of proton nuclear magnetic resonance spectra from the free ...
Download / Learn more Package Citations See dependency  
wordnet  
WordNet Interface
An interface to WordNet using the Jawbone Java API to WordNet. WordNet (< ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA